Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	18154
Missing cells	2758
Missing cells (%)	0.7%
Total size in memory	3.0 MiB
Average record size in memory	176.0 B

Variable types

Text	12
Numeric	10

Alerts

`merch_zipcode` has 2758 (15.2%) missing values	Missing
`amt` is highly skewed (γ1 = 23.68201282)	Skewed
`trans_num` has unique values	Unique
`is_fraud` has 18049 (99.4%) zeros	Zeros

Reproduction

Analysis started	2025-06-28 20:31:58.857289
Analysis finished	2025-06-28 20:31:59.245680
Duration	0.39 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

merchant
Text

Distinct	693
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	43
Median length	36
Mean length	23.10399912
Min length	13

Characters and Unicode

Total characters	419430
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fraud_Labadie LLC
2nd row	fraud_Lind-Buckridge
3rd row	fraud_Strosin-Cruickshank
4th row	fraud_Olson, Becker and Koch
5th row	fraud_Cormier, Stracke and Thiel

Value	Count	Frequency (%)
and	6609	15.6%
llc	1390	3.3%
inc	1231	2.9%
sons	1014	2.4%
ltd	983	2.3%
plc	943	2.2%
group	719	1.7%
fraud_streich	136	0.3%
dietrich	130	0.3%
fraud_kilback	127	0.3%
Other values (804)	28951	68.6%

Most occurring characters

Value	Count	Frequency (%)
a	40734	9.7%
r	37672	9.0%
d	29941	7.1%
e	26262	6.3%
u	26035	6.2%
n	24601	5.9%
	24079	5.7%
f	19501	4.6%
_	18154	4.3%
o	15646	3.7%
Other values (45)	156805	37.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	419430	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	40734	9.7%
r	37672	9.0%
d	29941	7.1%
e	26262	6.3%
u	26035	6.2%
n	24601	5.9%
	24079	5.7%
f	19501	4.6%
_	18154	4.3%
o	15646	3.7%
Other values (45)	156805	37.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	419430	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	40734	9.7%
r	37672	9.0%
d	29941	7.1%
e	26262	6.3%
u	26035	6.2%
n	24601	5.9%
	24079	5.7%
f	19501	4.6%
_	18154	4.3%
o	15646	3.7%
Other values (45)	156805	37.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	419430	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	40734	9.7%
r	37672	9.0%
d	29941	7.1%
e	26262	6.3%
u	26035	6.2%
n	24601	5.9%
	24079	5.7%
f	19501	4.6%
_	18154	4.3%
o	15646	3.7%
Other values (45)	156805	37.4%

category
Text

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	14
Median length	12
Mean length	10.51696596
Min length	4

Characters and Unicode

Total characters	190925
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	personal_care
2nd row	entertainment
3rd row	grocery_pos
4th row	gas_transport
5th row	entertainment

Value	Count	Frequency (%)
gas_transport	1776	9.8%
home	1775	9.8%
grocery_pos	1721	9.5%
shopping_pos	1606	8.8%
kids_pets	1574	8.7%
personal_care	1352	7.4%
shopping_net	1344	7.4%
entertainment	1330	7.3%
food_dining	1289	7.1%
health_fitness	1208	6.7%
Other values (4)	3179	17.5%

Most occurring characters

Value	Count	Frequency (%)
s	19807	10.4%
e	18275	9.6%
o	17201	9.0%
n	16757	8.8%
p	15004	7.9%
t	14980	7.8%
_	14504	7.6%
r	12867	6.7%
i	11627	6.1%
a	9339	4.9%
Other values (10)	40564	21.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	190925	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	19807	10.4%
e	18275	9.6%
o	17201	9.0%
n	16757	8.8%
p	15004	7.9%
t	14980	7.8%
_	14504	7.6%
r	12867	6.7%
i	11627	6.1%
a	9339	4.9%
Other values (10)	40564	21.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	190925	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	19807	10.4%
e	18275	9.6%
o	17201	9.0%
n	16757	8.8%
p	15004	7.9%
t	14980	7.8%
_	14504	7.6%
r	12867	6.7%
i	11627	6.1%
a	9339	4.9%
Other values (10)	40564	21.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	190925	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	19807	10.4%
e	18275	9.6%
o	17201	9.0%
n	16757	8.8%
p	15004	7.9%
t	14980	7.8%
_	14504	7.6%
r	12867	6.7%
i	11627	6.1%
a	9339	4.9%
Other values (10)	40564	21.2%

amt
Real number (ℝ)

Skewed

Distinct	9853
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.85690592

Minimum	1
Maximum	8221.84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2.4
Q1	9.78
median	47.08
Q3	83.635
95-th percentile	191.8575
Maximum	8221.84
Range	8220.84
Interquartile range (IQR)	73.855

Descriptive statistics

Standard deviation	151.3190591
Coefficient of variation (CV)	2.166128847
Kurtosis	1039.049387
Mean	69.85690592
Median Absolute Deviation (MAD)	37.16
Skewness	23.68201282
Sum	1268182.27
Variance	22897.45764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.54	18	0.1%
1.25	13	0.1%
1.29	12	0.1%
6.45	12	0.1%
3.73	12	0.1%
4.2	12	0.1%
1.27	12	0.1%
1.64	11	0.1%
1.1	11	0.1%
5.73	11	0.1%
Other values (9843)	18030	99.3%

Value	Count	Frequency (%)
1	2	< 0.1%
1.01	9	< 0.1%
1.02	1	< 0.1%
1.03	8	< 0.1%
1.04	10	0.1%

Value	Count	Frequency (%)
8221.84	1	< 0.1%
8217.23	1	< 0.1%
4292.86	1	< 0.1%
4169.42	1	< 0.1%
3373.11	1	< 0.1%

gender
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	18154
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	M
3rd row	F
4th row	F
5th row	F

Value	Count	Frequency (%)
f	9835	54.2%
m	8319	45.8%

Most occurring characters

Value	Count	Frequency (%)
F	9835	54.2%
M	8319	45.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18154	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	9835	54.2%
M	8319	45.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18154	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	9835	54.2%
M	8319	45.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18154	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	9835	54.2%
M	8319	45.8%

street
Text

Distinct	923
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	35
Median length	29
Mean length	22.20656605
Min length	12

Characters and Unicode

Total characters	403138
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	0.1%

Sample

1st row	25887 Martin Inlet
2nd row	25713 Hamilton Grove Apt. 903
3rd row	77663 Colleen Freeway
4th row	2807 Parker Station Suite 080
5th row	35737 Kirby Fall Suite 409

Value	Count	Frequency (%)
apt	4554	6.3%
suite	4282	5.9%
island	327	0.5%
michael	269	0.4%
brooks	254	0.4%
david	248	0.3%
islands	235	0.3%
common	234	0.3%
smith	228	0.3%
station	226	0.3%
Other values (1850)	61277	84.9%

Most occurring characters

Value	Count	Frequency (%)
	53980	13.4%
e	25120	6.2%
a	20221	5.0%
i	18017	4.5%
t	17378	4.3%
r	15413	3.8%
n	15004	3.7%
s	14455	3.6%
l	12468	3.1%
o	12339	3.1%
Other values (52)	198743	49.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	403138	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	53980	13.4%
e	25120	6.2%
a	20221	5.0%
i	18017	4.5%
t	17378	4.3%
r	15413	3.8%
n	15004	3.7%
s	14455	3.6%
l	12468	3.1%
o	12339	3.1%
Other values (52)	198743	49.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	403138	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	53980	13.4%
e	25120	6.2%
a	20221	5.0%
i	18017	4.5%
t	17378	4.3%
r	15413	3.8%
n	15004	3.7%
s	14455	3.6%
l	12468	3.1%
o	12339	3.1%
Other values (52)	198743	49.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	403138	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	53980	13.4%
e	25120	6.2%
a	20221	5.0%
i	18017	4.5%
t	17378	4.3%
r	15413	3.8%
n	15004	3.7%
s	14455	3.6%
l	12468	3.1%
o	12339	3.1%
Other values (52)	198743	49.3%

city
Text

Distinct	850
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	25
Median length	21
Mean length	8.649058059
Min length	3

Characters and Unicode

Total characters	157015
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	Graniteville
2nd row	Beaverdam
3rd row	Moundsville
4th row	Stanchfield
5th row	Vanderbilt

Value	Count	Frequency (%)
city	310	1.4%
west	293	1.3%
north	206	0.9%
falls	204	0.9%
saint	167	0.7%
mount	166	0.7%
new	143	0.6%
san	140	0.6%
lake	138	0.6%
hill	117	0.5%
Other values (877)	20703	91.7%

Most occurring characters

Value	Count	Frequency (%)
e	15149	9.6%
a	13003	8.3%
n	11588	7.4%
o	11553	7.4%
l	10872	6.9%
r	10606	6.8%
i	9799	6.2%
t	8497	5.4%
s	6165	3.9%
	4433	2.8%
Other values (42)	55350	35.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	157015	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	15149	9.6%
a	13003	8.3%
n	11588	7.4%
o	11553	7.4%
l	10872	6.9%
r	10606	6.8%
i	9799	6.2%
t	8497	5.4%
s	6165	3.9%
	4433	2.8%
Other values (42)	55350	35.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	157015	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	15149	9.6%
a	13003	8.3%
n	11588	7.4%
o	11553	7.4%
l	10872	6.9%
r	10606	6.8%
i	9799	6.2%
t	8497	5.4%
s	6165	3.9%
	4433	2.8%
Other values (42)	55350	35.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	157015	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	15149	9.6%
a	13003	8.3%
n	11588	7.4%
o	11553	7.4%
l	10872	6.9%
r	10606	6.8%
i	9799	6.2%
t	8497	5.4%
s	6165	3.9%
	4433	2.8%
Other values (42)	55350	35.3%

state
Text

Distinct	51
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	36308
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	VT
2nd row	OH
3rd row	WV
4th row	MN
5th row	PA

Value	Count	Frequency (%)
tx	1296	7.1%
ny	1190	6.6%
pa	1107	6.1%
ca	785	4.3%
mi	664	3.7%
oh	662	3.6%
il	600	3.3%
fl	589	3.2%
al	586	3.2%
mo	511	2.8%
Other values (41)	10164	56.0%

Most occurring characters

Value	Count	Frequency (%)
A	4986	13.7%
N	4019	11.1%
M	3101	8.5%
I	2599	7.2%
T	2155	5.9%
L	2045	5.6%
O	2012	5.5%
C	1949	5.4%
Y	1822	5.0%
W	1332	3.7%
Other values (14)	10288	28.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	36308	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	4986	13.7%
N	4019	11.1%
M	3101	8.5%
I	2599	7.2%
T	2155	5.9%
L	2045	5.6%
O	2012	5.5%
C	1949	5.4%
Y	1822	5.0%
W	1332	3.7%
Other values (14)	10288	28.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	36308	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	4986	13.7%
N	4019	11.1%
M	3101	8.5%
I	2599	7.2%
T	2155	5.9%
L	2045	5.6%
O	2012	5.5%
C	1949	5.4%
Y	1822	5.0%
W	1332	3.7%
Other values (14)	10288	28.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	36308	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	4986	13.7%
N	4019	11.1%
M	3101	8.5%
I	2599	7.2%
T	2155	5.9%
L	2045	5.6%
O	2012	5.5%
C	1949	5.4%
Y	1822	5.0%
W	1332	3.7%
Other values (14)	10288	28.3%

zip
Real number (ℝ)

Distinct	912
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48664.70299

Minimum	1257
Maximum	99783
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	1257
5-th percentile	7060
Q1	25526
median	48088
Q3	72042
95-th percentile	94971
Maximum	99783
Range	98526
Interquartile range (IQR)	46516

Descriptive statistics

Standard deviation	27006.09701
Coefficient of variation (CV)	0.5549421933
Kurtosis	-1.094147485
Mean	48664.70299
Median Absolute Deviation (MAD)	23161
Skewness	0.0844970445
Sum	883459018
Variance	729329275.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48088	58	0.3%
15484	58	0.3%
46254	58	0.3%
82514	56	0.3%
92585	53	0.3%
28405	52	0.3%
59448	51	0.3%
29819	50	0.3%
73754	50	0.3%
36749	49	0.3%
Other values (902)	17619	97.1%

Value	Count	Frequency (%)
1257	26	0.1%
1330	17	0.1%
1535	9	< 0.1%
1545	11	0.1%
1612	6	< 0.1%

Value	Count	Frequency (%)
99783	24	0.1%
99747	1	< 0.1%
99746	4	< 0.1%
99323	35	0.2%
99160	47	0.3%

lat
Real number (ℝ)

Distinct	910
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.6054366

Minimum	20.0271
Maximum	66.6933
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	20.0271
5-th percentile	29.8826
Q1	34.6902
median	39.4717
Q3	42.074
95-th percentile	46.0062
Maximum	66.6933
Range	46.6662
Interquartile range (IQR)	7.3838

Descriptive statistics

Standard deviation	5.095153954
Coefficient of variation (CV)	0.1319802184
Kurtosis	0.8168407106
Mean	38.6054366
Median Absolute Deviation (MAD)	3.3929
Skewness	-0.2157121257
Sum	700843.096
Variance	25.96059382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.8936	58	0.3%
39.849	58	0.3%
42.5164	58	0.3%
43.0048	56	0.3%
33.7467	53	0.3%
34.2651	52	0.3%
48.2777	51	0.3%
36.385	50	0.3%
34.0326	50	0.3%
32.5104	49	0.3%
Other values (900)	17619	97.1%

Value	Count	Frequency (%)
20.0271	26	0.1%
20.0827	19	0.1%
24.6557	39	0.2%
26.1184	46	0.3%
26.3304	9	< 0.1%

Value	Count	Frequency (%)
66.6933	1	< 0.1%
65.6899	4	< 0.1%
64.7556	24	0.1%
48.8878	47	0.3%
48.8856	32	0.2%

long
Real number (ℝ)

Distinct	911
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.18901247

Minimum	-165.6723
Maximum	-67.9503
Zeros	0
Zeros (%)	0.0%
Negative	18154
Negative (%)	100.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	-165.6723
5-th percentile	-119.7957
Q1	-96.798
median	-87.3667
Q3	-80.1248
95-th percentile	-73.3113
Maximum	-67.9503
Range	97.722
Interquartile range (IQR)	16.6732

Descriptive statistics

Standard deviation	13.87788997
Coefficient of variation (CV)	-0.1538756174
Kurtosis	1.988324085
Mean	-90.18901247
Median Absolute Deviation (MAD)	8.1772
Skewness	-1.179633642
Sum	-1637291.332
Variance	192.5958301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-82.9832	58	0.3%
-86.272	58	0.3%
-79.7856	58	0.3%
-108.8964	56	0.3%
-117.1721	53	0.3%
-77.867	52	0.3%
-112.8456	51	0.3%
-82.2027	50	0.3%
-98.0727	50	0.3%
-86.8138	49	0.3%
Other values (901)	17619	97.1%

Value	Count	Frequency (%)
-165.6723	24	0.1%
-156.292	4	< 0.1%
-155.488	19	0.1%
-155.3697	26	0.1%
-153.994	1	< 0.1%

Value	Count	Frequency (%)
-67.9503	25	0.1%
-68.5565	16	0.1%
-69.2675	8	< 0.1%
-69.4828	27	0.1%
-69.9576	13	0.1%

city_pop
Real number (ℝ)

Distinct	835
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89124.00369

Minimum	23
Maximum	2906700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	23
5-th percentile	137
Q1	759
median	2471
Q3	20328
95-th percentile	525713
Maximum	2906700
Range	2906677
Interquartile range (IQR)	19569

Descriptive statistics

Standard deviation	304167.3087
Coefficient of variation (CV)	3.41285508
Kurtosis	37.91932281
Mean	89124.00369
Median Absolute Deviation (MAD)	2223
Skewness	5.613986466
Sum	1617957163
Variance	9.25177517 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1312922	81	0.4%
1766	71	0.4%
910148	71	0.4%
1595797	70	0.4%
1126	70	0.4%
606	69	0.4%
2906700	64	0.4%
2135	63	0.3%
241	60	0.3%
237282	60	0.3%
Other values (825)	17475	96.3%

Value	Count	Frequency (%)
23	24	0.1%
37	13	0.1%
43	40	0.2%
46	35	0.2%
47	9	< 0.1%

Value	Count	Frequency (%)
2906700	64	0.4%
2504700	28	0.2%
2383912	4	< 0.1%
1595797	70	0.4%
1577385	27	0.1%

job
Text

Distinct	479
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	59
Median length	38
Mean length	20.24551063
Min length	3

Characters and Unicode

Total characters	367537
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Agricultural consultant
2nd row	Museum/gallery conservator
3rd row	Physiotherapist
4th row	Lecturer, further education
5th row	Physiotherapist

Value	Count	Frequency (%)
engineer	1823	4.5%
officer	1543	3.8%
manager	828	2.1%
scientist	791	2.0%
designer	727	1.8%
surveyor	643	1.6%
teacher	538	1.3%
psychologist	486	1.2%
research	440	1.1%
editor	389	1.0%
Other values (450)	32080	79.6%

Most occurring characters

Value	Count	Frequency (%)
e	39289	10.7%
i	33387	9.1%
r	30751	8.4%
a	25636	7.0%
t	24907	6.8%
n	24727	6.7%
	22134	6.0%
o	20816	5.7%
s	20361	5.5%
c	18554	5.0%
Other values (43)	106975	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	367537	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	39289	10.7%
i	33387	9.1%
r	30751	8.4%
a	25636	7.0%
t	24907	6.8%
n	24727	6.7%
	22134	6.0%
o	20816	5.7%
s	20361	5.5%
c	18554	5.0%
Other values (43)	106975	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	367537	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	39289	10.7%
i	33387	9.1%
r	30751	8.4%
a	25636	7.0%
t	24907	6.8%
n	24727	6.7%
	22134	6.0%
o	20816	5.7%
s	20361	5.5%
c	18554	5.0%
Other values (43)	106975	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	367537	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	39289	10.7%
i	33387	9.1%
r	30751	8.4%
a	25636	7.0%
t	24907	6.8%
n	24727	6.7%
	22134	6.0%
o	20816	5.7%
s	20361	5.5%
c	18554	5.0%
Other values (43)	106975	29.1%

trans_num
Text

Unique

Distinct	18154
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	580928
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18154 ?
Unique (%)	100.0%

Sample

1st row	132b52994cd55a14637b101713c4a542
2nd row	74d5424269dc6b23127cefa42958cc73
3rd row	658ec4d0049e69d566b8ff947d650200
4th row	c0dd77c9e62e623cd78e3df1c474184b
5th row	bd4dd5b80243e0c2da79f91e42d317ce

Value	Count	Frequency (%)
132b52994cd55a14637b101713c4a542	1	< 0.1%
9441b1400f235c258253ce37e4b85b2f	1	< 0.1%
6ba3376d32486f211c70e4d86276dfcb	1	< 0.1%
e272af72ce38c17659ef9ce13a565271	1	< 0.1%
b6239805c0b622dc3a34fcc6ae978609	1	< 0.1%
7181d8ca036c004bc5f2362d41d58e90	1	< 0.1%
8bafee6eea25e6774d2fa345d7ed37d7	1	< 0.1%
2248d41b59c61fdcb216cfe898dd3c2b	1	< 0.1%
70398bd37494f96e5ed646aefaed1bda	1	< 0.1%
bd4dd5b80243e0c2da79f91e42d317ce	1	< 0.1%
Other values (18144)	18144	99.9%

Most occurring characters

Value	Count	Frequency (%)
e	36503	6.3%
6	36487	6.3%
0	36484	6.3%
f	36437	6.3%
5	36430	6.3%
8	36413	6.3%
c	36366	6.3%
1	36334	6.3%
3	36321	6.3%
7	36307	6.2%
Other values (6)	216846	37.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	580928	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	36503	6.3%
6	36487	6.3%
0	36484	6.3%
f	36437	6.3%
5	36430	6.3%
8	36413	6.3%
c	36366	6.3%
1	36334	6.3%
3	36321	6.3%
7	36307	6.2%
Other values (6)	216846	37.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	580928	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	36503	6.3%
6	36487	6.3%
0	36484	6.3%
f	36437	6.3%
5	36430	6.3%
8	36413	6.3%
c	36366	6.3%
1	36334	6.3%
3	36321	6.3%
7	36307	6.2%
Other values (6)	216846	37.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	580928	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	36503	6.3%
6	36487	6.3%
0	36484	6.3%
f	36437	6.3%
5	36430	6.3%
8	36413	6.3%
c	36366	6.3%
1	36334	6.3%
3	36321	6.3%
7	36307	6.2%
Other values (6)	216846	37.3%

merch_lat
Real number (ℝ)

Distinct	18142
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.60902014

Minimum	19.063792
Maximum	66.145366
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	19.063792
5-th percentile	29.790159
Q1	34.7687095
median	39.4580645
Q3	42.04184125
95-th percentile	46.12884965
Maximum	66.145366
Range	47.081574
Interquartile range (IQR)	7.27313175

Descriptive statistics

Standard deviation	5.128599765
Coefficient of variation (CV)	0.1328342379
Kurtosis	0.8276399031
Mean	38.60902014
Median Absolute Deviation (MAD)	3.3929395
Skewness	-0.2063281166
Sum	700908.1517
Variance	26.30253555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.680376	2	< 0.1%
41.000857	2	< 0.1%
43.790803	2	< 0.1%
30.867051	2	< 0.1%
38.927328	2	< 0.1%
39.415758	2	< 0.1%
39.74328	2	< 0.1%
34.079644	2	< 0.1%
40.773936	2	< 0.1%
39.667428	2	< 0.1%
Other values (18132)	18134	99.9%

Value	Count	Frequency (%)
19.063792	1	< 0.1%
19.104759	1	< 0.1%
19.205749	1	< 0.1%
19.209212	1	< 0.1%
19.217276	1	< 0.1%

Value	Count	Frequency (%)
66.145366	1	< 0.1%
65.931498	1	< 0.1%
65.798	1	< 0.1%
65.726855	1	< 0.1%
65.687491	1	< 0.1%

merch_long
Real number (ℝ)

Distinct	18148
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.18463133

Minimum	-166.661968
Maximum	-67.025106
Zeros	0
Zeros (%)	0.0%
Negative	18154
Negative (%)	100.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	-166.661968
5-th percentile	-119.4427951
Q1	-96.82199175
median	-87.315356
Q3	-80.16166975
95-th percentile	-73.27150515
Maximum	-67.025106
Range	99.636862
Interquartile range (IQR)	16.660322

Descriptive statistics

Standard deviation	13.89290252
Coefficient of variation (CV)	-0.1540495572
Kurtosis	1.976676901
Mean	-90.18463133
Median Absolute Deviation (MAD)	8.289568
Skewness	-1.175829509
Sum	-1637211.797
Variance	193.0127404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-96.976292	2	< 0.1%
-82.076206	2	< 0.1%
-80.156771	2	< 0.1%
-83.498739	2	< 0.1%
-100.763163	2	< 0.1%
-96.477598	2	< 0.1%
-105.917078	1	< 0.1%
-122.526463	1	< 0.1%
-91.806102	1	< 0.1%
-117.923376	1	< 0.1%
Other values (18138)	18138	99.9%

Value	Count	Frequency (%)
-166.661968	1	< 0.1%
-166.524198	1	< 0.1%
-166.508364	1	< 0.1%
-166.444781	1	< 0.1%
-166.265842	1	< 0.1%

Value	Count	Frequency (%)
-67.025106	1	< 0.1%
-67.066178	1	< 0.1%
-67.084269	1	< 0.1%
-67.191409	1	< 0.1%
-67.260368	1	< 0.1%

is_fraud
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005783849289

Minimum	0
Maximum	1
Zeros	18049
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07583345667
Coefficient of variation (CV)	13.11124355
Kurtosis	167.9476389
Mean	0.005783849289
Median Absolute Deviation (MAD)	0
Skewness	13.03568703
Sum	105
Variance	0.005750713151
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	18049	99.4%
1	105	0.6%

Value	Count	Frequency (%)
0	18049	99.4%
1	105	0.6%

Value	Count	Frequency (%)
1	105	0.6%
0	18049	99.4%

merch_zipcode
Real number (ℝ)

Missing

Distinct	10587
Distinct (%)	68.8%
Missing	2758
Missing (%)	15.2%
Infinite	0
Infinite (%)	0.0%
Mean	46645.1642

Minimum	1007
Maximum	99402
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	1007
5-th percentile	6905.25
Q1	24597
median	45843.5
Q3	68034
95-th percentile	92914.75
Maximum	99402
Range	98395
Interquartile range (IQR)	43437

Descriptive statistics

Standard deviation	25931.15826
Coefficient of variation (CV)	0.5559238285
Kurtosis	-0.9928220392
Mean	46645.1642
Median Absolute Deviation (MAD)	21607.5
Skewness	0.1537433659
Sum	718148948
Variance	672424968.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16374	8	< 0.1%
35010	7	< 0.1%
29015	7	< 0.1%
47978	7	< 0.1%
36272	7	< 0.1%
21661	7	< 0.1%
76424	7	< 0.1%
47448	7	< 0.1%
39051	7	< 0.1%
82501	6	< 0.1%
Other values (10577)	15326	84.4%
(Missing)	2758	15.2%

Value	Count	Frequency (%)
1007	4	< 0.1%
1013	1	< 0.1%
1022	1	< 0.1%
1028	1	< 0.1%
1034	1	< 0.1%

Value	Count	Frequency (%)
99402	1	< 0.1%
99401	1	< 0.1%
99362	1	< 0.1%
99361	1	< 0.1%
99360	1	< 0.1%

datetime
Text

Distinct	18150
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	344926
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18146 ?
Unique (%)	> 99.9%

Sample

1st row	2020-06-20 19:28:17
2nd row	2019-03-10 13:36:01
3rd row	2020-05-11 07:05:43
4th row	2019-05-18 08:58:03
5th row	2019-09-07 22:59:24

Value	Count	Frequency (%)
2019-12-01	102	0.3%
2019-12-08	102	0.3%
2019-12-30	100	0.3%
2019-12-28	93	0.3%
2019-12-29	88	0.2%
2019-12-09	86	0.2%
2019-12-02	85	0.2%
2019-12-16	84	0.2%
2019-12-22	83	0.2%
2019-12-21	76	0.2%
Other values (16841)	35409	97.5%

Most occurring characters

Value	Count	Frequency (%)
0	63404	18.4%
2	49842	14.5%
1	47977	13.9%
-	36308	10.5%
:	36308	10.5%
9	20866	6.0%
	18154	5.3%
3	16615	4.8%
5	15124	4.4%
4	14961	4.3%
Other values (3)	25367	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	344926	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	63404	18.4%
2	49842	14.5%
1	47977	13.9%
-	36308	10.5%
:	36308	10.5%
9	20866	6.0%
	18154	5.3%
3	16615	4.8%
5	15124	4.4%
4	14961	4.3%
Other values (3)	25367	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	344926	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	63404	18.4%
2	49842	14.5%
1	47977	13.9%
-	36308	10.5%
:	36308	10.5%
9	20866	6.0%
	18154	5.3%
3	16615	4.8%
5	15124	4.4%
4	14961	4.3%
Other values (3)	25367	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	344926	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	63404	18.4%
2	49842	14.5%
1	47977	13.9%
-	36308	10.5%
:	36308	10.5%
9	20866	6.0%
	18154	5.3%
3	16615	4.8%
5	15124	4.4%
4	14961	4.3%
Other values (3)	25367	7.4%

cc_num_hashed
Text

Distinct	923
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	1161856
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	0.1%

Sample

1st row	441a0d1e57a79a81b980fb65cab3a8a9f00e3247f5e9ccbd899bcfe02de8c8f7
2nd row	f4ba62b68cb080e98a3e8776630bdf85708b21d8ee2eb6bfbba113916719040e
3rd row	0700ec170ff470df122b6fd9c571b87200d4258058507a29ac2301681ab7f3d8
4th row	00e2ad8fed12b1ef527b71aa5edf6eb494901210121c09b349c1573b7ea4d177
5th row	a71ab44d5734c7d21b589c2d501a78f99fa306dae605daa4b5679085ab12f592

Value	Count	Frequency (%)
2776266470b9b04633f76717e941c373187376e99ad5b801aa15f2100ea037a3	58	0.3%
37ea83ebd66889dccf50aece485b02908680862e4950426a66b08676b789219c	58	0.3%
f1a9eb73c5421df85abb7d2a9429788273afa28826a47fc2140ca0d2014533a4	53	0.3%
a3a62304e05705d4a85684b3b027dd7e30904d784d14e48dafbcf386705ebf56	52	0.3%
a51fcb4f97c466a4aa8faabeebf0c91a6d5b20d8162ddb8cd430c49dc3ba6c87	51	0.3%
adcf6522b3114d26427d7aa4f595be549bc8d9531aa1d4daf470d577b45f4d43	50	0.3%
3ca14369f59c56e79d6bad9db761ad082be4dcb4a1935edbc04fe81c3a1487bf	49	0.3%
e8ea2c5345495b65ee7b4863eaa23dbb32b202d8135cd5e41e292d2c7441add6	48	0.3%
931516cac2466fea37966c567868dcfe8dc94dfd379001a8d82a7e966205b6de	48	0.3%
5b9e1e38487f8570c6ec1f33df8fe20aef8ec38a7a3329edd84614fec3a39be3	48	0.3%
Other values (913)	17639	97.2%

Most occurring characters

Value	Count	Frequency (%)
0	74836	6.4%
e	74206	6.4%
2	74163	6.4%
3	74014	6.4%
7	73903	6.4%
1	73833	6.4%
5	73072	6.3%
d	72977	6.3%
f	72521	6.2%
4	72396	6.2%
Other values (6)	425935	36.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	74836	6.4%
e	74206	6.4%
2	74163	6.4%
3	74014	6.4%
7	73903	6.4%
1	73833	6.4%
5	73072	6.3%
d	72977	6.3%
f	72521	6.2%
4	72396	6.2%
Other values (6)	425935	36.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	74836	6.4%
e	74206	6.4%
2	74163	6.4%
3	74014	6.4%
7	73903	6.4%
1	73833	6.4%
5	73072	6.3%
d	72977	6.3%
f	72521	6.2%
4	72396	6.2%
Other values (6)	425935	36.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	74836	6.4%
e	74206	6.4%
2	74163	6.4%
3	74014	6.4%
7	73903	6.4%
1	73833	6.4%
5	73072	6.3%
d	72977	6.3%
f	72521	6.2%
4	72396	6.2%
Other values (6)	425935	36.7%

first_hashed
Text

Distinct	339
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	1161856
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	8d289ec537b6e2edd43e9f464fcbf2b42c1f34fcaf0aea680d411cb4656a3d97
2nd row	88e27fb4b1703bb2671edab87148ee492d8294d99a32895d39ec79fb27967480
3rd row	cccdf4e07a1abca8eb65d691c01ee281f75ddb8c4683a7064a2d9322865e03a0
4th row	c7a11e9a55de2b146e3b2d75e9112ee6af4e5b439658e725e6afca92e93bf0bd
5th row	864282b76c39e6748fa8b9accb2953bc89a3ec4f6c5ca1627624d6a58edd5619

Value	Count	Frequency (%)
f3b46c145f69a06b8071dc1339081ce4923ee5f5ef55af2e5749ee1380c007ae	389	2.1%
fb338e53da57ec89c638f24e8f87697a70d0c0d8e4cc3a56f754211d2c6f0444	305	1.7%
2238dd61a1bf83816b40ad894518814b8edf7221d84d897ffd2c0466ace07c41	290	1.6%
f089eaef57aba315bc0e1455985c0c8e40c247f073ce1f4c5a1f8ffde8773176	288	1.6%
a6b54c20a7b96eeac1a911e6da3124a560fe6dc042ebf270e3676e7095b95652	277	1.5%
bda0a01c76aae97ef15d6b792f3dc3cbb6609d611e9c563a54a1393fe685e31b	253	1.4%
a8cfcd74832004951b4408cdb0a5dbcd8c7e52d43f7fe244bf720582e05241da	251	1.4%
aebac53c46bbeff10fdd26ca0e2196a9bfc1d19bf88eb1efd65a36151c581051	224	1.2%
9345a35a6fdf174dff7219282a3ae4879790dbb785c70f6fff91e32fafd66eab	222	1.2%
ab81b2d493f645aad3fe13342c08fd450b92f1f1bf9a8c27b62fc4c4054bdd51	216	1.2%
Other values (329)	15439	85.0%

Most occurring characters

Value	Count	Frequency (%)
1	76859	6.6%
c	76745	6.6%
e	74752	6.4%
4	74376	6.4%
d	74236	6.4%
3	74115	6.4%
2	73287	6.3%
f	72649	6.3%
b	72641	6.3%
5	72331	6.2%
Other values (6)	419865	36.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	76859	6.6%
c	76745	6.6%
e	74752	6.4%
4	74376	6.4%
d	74236	6.4%
3	74115	6.4%
2	73287	6.3%
f	72649	6.3%
b	72641	6.3%
5	72331	6.2%
Other values (6)	419865	36.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	76859	6.6%
c	76745	6.6%
e	74752	6.4%
4	74376	6.4%
d	74236	6.4%
3	74115	6.4%
2	73287	6.3%
f	72649	6.3%
b	72641	6.3%
5	72331	6.2%
Other values (6)	419865	36.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	76859	6.6%
c	76745	6.6%
e	74752	6.4%
4	74376	6.4%
d	74236	6.4%
3	74115	6.4%
2	73287	6.3%
f	72649	6.3%
b	72641	6.3%
5	72331	6.2%
Other values (6)	419865	36.1%

last_hashed
Text

Distinct	468
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	142.0 KiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	1161856
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	d826fb138cc2d88f7805eecf9e34499e71308ade6d858fbec35d5646703af9a3
2nd row	3495e757855a5c678addcf32516274e2962d0572f065378dba689e22168f28dd
3rd row	683313d69084379711e47f9e23cc8d7a4cf1a3fac5b48a8b6c560232ef7619a6
4th row	cec82e6bc635a807a12669feb8e8288194087381cd5f897371aebb74be209396
5th row	0ceec16c3d3170168bd3acfd48748d95eb98992c15399cd9a495ec2212f71bc2

Value	Count	Frequency (%)
9f542590100424c92a6ae40860f7017ac5dfbcff3cb49b36eace29b068e0d8e1	379	2.1%
6e8d8801f51aafe8426f8d95c75de8f3f404ccae62f116070ca643403484a243	287	1.6%
3013b18f4387bbe12cdb6d3ba9aa45a36adce32485da62113f97163f16beda66	285	1.6%
683313d69084379711e47f9e23cc8d7a4cf1a3fac5b48a8b6c560232ef7619a6	280	1.5%
503046646e0c61a5fe27c74a0da0aea7affe2c6a6cc1c77d42241db9e77d0716	249	1.4%
fe16a94194b3857b569579be460d2079ebcb36e9b8b03649191a92e8b0fe35c9	224	1.2%
1cd8e5f4826e1e694b14ca74ea2f39975dbdfc9ab93b47a7ae7889144c5bc36b	208	1.1%
11a4f480c4c0a039dd074473f0ffbb5de073500b3c25d08a774143b1ee4a0c9b	190	1.0%
c625ca57418821d8e717df1b71bf589a042d8fc0f0a2c3776090e155d2d377d3	187	1.0%
29940161fe9fe57993cb27e0a07668bd018b43d4afae3e13083ccf169e2bc106	166	0.9%
Other values (458)	15699	86.5%

Most occurring characters

Value	Count	Frequency (%)
6	76776	6.6%
1	76177	6.6%
c	76109	6.6%
4	75025	6.5%
a	74814	6.4%
9	73765	6.3%
7	71992	6.2%
d	71878	6.2%
0	71875	6.2%
f	71788	6.2%
Other values (6)	421657	36.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
6	76776	6.6%
1	76177	6.6%
c	76109	6.6%
4	75025	6.5%
a	74814	6.4%
9	73765	6.3%
7	71992	6.2%
d	71878	6.2%
0	71875	6.2%
f	71788	6.2%
Other values (6)	421657	36.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
6	76776	6.6%
1	76177	6.6%
c	76109	6.6%
4	75025	6.5%
a	74814	6.4%
9	73765	6.3%
7	71992	6.2%
d	71878	6.2%
0	71875	6.2%
f	71788	6.2%
Other values (6)	421657	36.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1161856	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
6	76776	6.6%
1	76177	6.6%
c	76109	6.6%
4	75025	6.5%
a	74814	6.4%
9	73765	6.3%
7	71992	6.2%
d	71878	6.2%
0	71875	6.2%
f	71788	6.2%
Other values (6)	421657	36.3%

age
Real number (ℝ)

Distinct	82
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.74143439

Minimum	14
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	142.0 KiB

Quantile statistics

Minimum	14
5-th percentile	21
Q1	33
median	44
Q3	57
95-th percentile	79
Maximum	95
Range	81
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	17.29029956
Coefficient of variation (CV)	0.3780008168
Kurtosis	-0.193151585
Mean	45.74143439
Median Absolute Deviation (MAD)	12
Skewness	0.5855991687
Sum	830390
Variance	298.9544589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	595	3.3%
35	535	2.9%
34	518	2.9%
43	512	2.8%
46	499	2.7%
44	485	2.7%
32	484	2.7%
33	467	2.6%
31	428	2.4%
42	423	2.3%
Other values (72)	13208	72.8%

Value	Count	Frequency (%)
14	51	0.3%
15	91	0.5%
16	42	0.2%
17	26	0.1%
18	92	0.5%

Value	Count	Frequency (%)
95	3	< 0.1%
94	8	< 0.1%
93	51	0.3%
92	61	0.3%
91	67	0.4%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks